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@mberman84
mberman84 / all_files.md
Created February 24, 2026 21:09
Matt's Markdown Files

OpenClaw: System Prompt File Templates

Generalized versions of all root .md files used by OpenClaw. These files are loaded into the agent's system prompt on every request (except MEMORY.md which is conditional).

Copy these as starting points and customize for your own setup. Replace <placeholders> with your values.


AGENTS.md

"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.
@karpathy
"""
import os # os.path.exists
import math # math.log, math.exp
@qoomon
qoomon / conventional-commits-cheatsheet.md
Last active March 2, 2026 13:45
Conventional Commits Cheatsheet

Global Rules

Git & Deployment

  • Never set Claude as the git author. All commits must be attributed to the user only. Do not modify user.name or user.email in git config.
  • Never push to remote without explicit user approval. Always ask before running git push.
  • Never deploy via Wrangler CLI without explicit user approval. All projects use CI/CD pipelines on GitHub — manual deploys bypass the established workflow.
  • Prefer TypeScript linter checks and build verification over runtime testing when validating changes.

Parallel Execution & Subagent Strategy

@ruvnet
ruvnet / notebook.ipynb
Last active March 2, 2026 13:45
Mixture of rUv: Recursive Unified Validators For DSPy
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@tedmax100
tedmax100 / review-pr.md
Created February 20, 2026 16:19
GitHub PR review skill
description allowed-tools argument-hint
執行完整的 GitHub Pull Request code review,包含取得 PR 資訊、切換到 merge result、分析程式碼、發佈批次 review comments。
Bash(gh *), Bash(git *), Read, Glob, Grep, Task, TaskCreate, TaskUpdate, TaskList, AskUserQuestion
<PR 編號>

當前環境(系統預載)

  • 當前分支:!git branch --show-current
  • 工作區狀態:!git status --short
@dollspace-gay
dollspace-gay / VSDD.md
Last active March 2, 2026 13:43
Verified Spec-Driven Development

Verified Spec-Driven Development (VSDD)

The Fusion: VDD × TDD × SDD for AI-Native Engineering

Overview

Verified Spec-Driven Development (VSDD) is a unified software engineering methodology that fuses three proven paradigms into a single AI-orchestrated pipeline:

  • Spec-Driven Development (SDD): Define the contract before writing a single line of implementation. Specs are the source of truth.
  • Test-Driven Development (TDD): Tests are written before code. Red → Green → Refactor. No code exists without a failing test that demanded it.
@d-kja
d-kja / microgpt.md
Last active March 2, 2026 13:40 — forked from karpathy/microgpt.py
microgpt

Karpathy's Minimal GPT — Explained for Beginners

This is Andrej Karpathy's famous minimal GPT implementation — a complete AI language model in pure Python. Let me walk you through every single piece.

The Big Picture First

This program does three things:

  1. Reads a dataset of human names (like "Emma", "Olivia", "Liam")
  2. Trains a tiny brain (neural network) to learn the patterns in those names